sync results/runs/best_llama_f0_s1
Browse files
results/runs/best_llama_f0_s1/curves.csv
ADDED
|
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
peak_true,peak_pred,peak_rel_err,sig@0.02_true,sig@0.02_pred,sig@0.02_rel_err,sig@0.05_true,sig@0.05_pred,sig@0.05_rel_err,sig@0.1_true,sig@0.1_pred,sig@0.1_rel_err,curve_rmse,sample_id
|
| 2 |
+
1.2390299885877947,0.6599969668305623,0.46732768947521197,0.6694819944592587,0.5547884807741892,0.17131680110039044,1.0921400490942794,0.6022840019027238,0.44852859997012035,1.0921400490942794,0.4957815517365405,0.5460458096489583,0.6198534284876791,6
|
| 3 |
+
11.901900413346338,13.1324825877679,0.10339375492014986,3.524990081021418,3.3610479143316727,0.04650854695234787,9.31602001374668,10.28492388038211,0.10400405593866466,3.9187099818594797,4.071201324148014,0.038913658575002466,0.7484705377453066,8
|
| 4 |
+
26.104298888500004,17.946110503960988,0.31252279248660564,5.630559882143847,4.247585835540896,0.24561927686601223,13.686900405740472,10.582805030048902,0.2267931586898718,25.10390069340241,17.794687900230095,0.2911584491366817,3.743502297584335,18
|
| 5 |
+
5.398290184268991,11.63966943670527,1.156177055954515,2.807509937813013,6.910271978888376,1.4613526334554394,5.266860029864516,11.593735551592776,1.2012613750608847,4.572770128726691,7.31352620251505,0.5993644982437669,3.6345307524917034,22
|
| 6 |
+
2.8849198518115626,3.1019334421279696,0.07522343824565351,0.5189988411565434,0.8644406974241821,0.665592731378459,1.535330011565764,2.134052727532172,0.3899635332183841,2.844820066470822,3.0065790071049987,0.056860868826353834,0.41078730274162445,64
|
| 7 |
+
5.096119895493103,4.960394484073908,0.02663308835006554,3.467040087856226,3.2637388355322803,0.05863827563922202,4.495779995093221,4.483216307416816,0.002794551265879793,3.5379400088634876,3.119670279205728,0.11822408763570944,0.2630648091833457,66
|
| 8 |
+
4.387859815045051,4.960394484073908,0.1304815315807848,3.2709500596177215,3.2637388355322803,0.0022046267763207463,3.490730026091235,4.483216307416816,0.2843205501162527,2.95783998105286,3.119670279205728,0.05471232358393622,0.3771436989622881,68
|
results/runs/best_llama_f0_s1/history.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
[{"epoch": 0, "train": 0.23507189521422753, "val": 0.23507189521422753, "nan_batches": 0}, {"epoch": 1, "train": 0.21462164188806826, "val": 0.21462164188806826, "nan_batches": 0}, {"epoch": 2, "train": 0.19902052271824616, "val": 0.19902052271824616, "nan_batches": 0}, {"epoch": 3, "train": 0.19857211984120882, "val": 0.19857211984120882, "nan_batches": 0}, {"epoch": 4, "train": 0.20545531121584085, "val": 0.20545531121584085, "nan_batches": 0}, {"epoch": 5, "train": 0.21976508142856452, "val": 0.21976508142856452, "nan_batches": 0}, {"epoch": 6, "train": 0.3524144154328566, "val": 0.3524144154328566, "nan_batches": 0}, {"epoch": 7, "train": 0.22110888132682213, "val": 0.22110888132682213, "nan_batches": 0}, {"epoch": 8, "train": 0.1963866765682514, "val": 0.1963866765682514, "nan_batches": 0}, {"epoch": 9, "train": 0.22028744965791702, "val": 0.22028744965791702, "nan_batches": 0}, {"epoch": 10, "train": 0.20513980434491083, "val": 0.20513980434491083, "nan_batches": 0}, {"epoch": 11, "train": 0.2531437277793884, "val": 0.2531437277793884, "nan_batches": 0}, {"epoch": 12, "train": 0.29532947677832383, "val": 0.29532947677832383, "nan_batches": 0}, {"epoch": 13, "train": 0.2806094288825989, "val": 0.2806094288825989, "nan_batches": 0}, {"epoch": 14, "train": 0.2615300646195045, "val": 0.2615300646195045, "nan_batches": 0}, {"epoch": 15, "train": 0.19492133993368882, "val": 0.19492133993368882, "nan_batches": 0}, {"epoch": 16, "train": 0.17696471856190607, "val": 0.17696471856190607, "nan_batches": 0}, {"epoch": 17, "train": 0.526721063714761, "val": 0.526721063714761, "nan_batches": 0}, {"epoch": 18, "train": 0.1921680225775792, "val": 0.1921680225775792, "nan_batches": 0}, {"epoch": 19, "train": 0.1840489678657972, "val": 0.1840489678657972, "nan_batches": 0}, {"epoch": 20, "train": 0.1761237233877182, "val": 0.1761237233877182, "nan_batches": 0}, {"epoch": 21, "train": 0.2531180290075449, "val": 0.2531180290075449, "nan_batches": 0}, {"epoch": 22, "train": 0.256669072004465, "val": 0.256669072004465, "nan_batches": 0}, {"epoch": 23, "train": 0.2779844586665814, "val": 0.2779844586665814, "nan_batches": 0}, {"epoch": 24, "train": 0.16155538306786463, "val": 0.16155538306786463, "nan_batches": 0}, {"epoch": 25, "train": 0.22271831219012922, "val": 0.22271831219012922, "nan_batches": 0}, {"epoch": 26, "train": 0.197323922927563, "val": 0.197323922927563, "nan_batches": 0}, {"epoch": 27, "train": 0.1627748287641085, "val": 0.1627748287641085, "nan_batches": 0}, {"epoch": 28, "train": 0.16751778985445315, "val": 0.16751778985445315, "nan_batches": 0}, {"epoch": 29, "train": 0.14143577504616517, "val": 0.14143577504616517, "nan_batches": 0}, {"epoch": 30, "train": 0.20009629543011004, "val": 0.20009629543011004, "nan_batches": 0}, {"epoch": 31, "train": 0.22543425743396467, "val": 0.22543425743396467, "nan_batches": 0}, {"epoch": 32, "train": 0.22209910246042106, "val": 0.22209910246042106, "nan_batches": 0}, {"epoch": 33, "train": 0.19137391448020935, "val": 0.19137391448020935, "nan_batches": 0}, {"epoch": 34, "train": 0.13363850632539162, "val": 0.13363850632539162, "nan_batches": 0}, {"epoch": 35, "train": 0.13301904356250396, "val": 0.13301904356250396, "nan_batches": 0}, {"epoch": 36, "train": 0.12361651501403405, "val": 0.12361651501403405, "nan_batches": 0}, {"epoch": 37, "train": 0.18680535371486956, "val": 0.18680535371486956, "nan_batches": 0}, {"epoch": 38, "train": 0.13311969202298385, "val": 0.13311969202298385, "nan_batches": 0}, {"epoch": 39, "train": 0.13443906949116632, "val": 0.13443906949116632, "nan_batches": 0}, {"epoch": 40, "train": 0.1918964569385235, "val": 0.1918964569385235, "nan_batches": 0}, {"epoch": 41, "train": 0.1015575986642104, "val": 0.1015575986642104, "nan_batches": 0}, {"epoch": 42, "train": 0.1500480639246794, "val": 0.1500480639246794, "nan_batches": 0}, {"epoch": 43, "train": 0.12456334611544242, "val": 0.12456334611544242, "nan_batches": 0}, {"epoch": 44, "train": 0.33047142968727994, "val": 0.33047142968727994, "nan_batches": 0}, {"epoch": 45, "train": 0.09921372939760868, "val": 0.09921372939760868, "nan_batches": 0}, {"epoch": 46, "train": 0.11386441783263133, "val": 0.11386441783263133, "nan_batches": 0}, {"epoch": 47, "train": 0.12562323533571684, "val": 0.12562323533571684, "nan_batches": 0}, {"epoch": 48, "train": 0.11599818960978435, "val": 0.11599818960978435, "nan_batches": 0}, {"epoch": 49, "train": 0.14500537514686584, "val": 0.14500537514686584, "nan_batches": 0}, {"epoch": 50, "train": 0.1047321970646198, "val": 0.1047321970646198, "nan_batches": 0}, {"epoch": 51, "train": 0.15868208500055167, "val": 0.15868208500055167, "nan_batches": 0}, {"epoch": 52, "train": 0.16203846152012163, "val": 0.16203846152012163, "nan_batches": 0}, {"epoch": 53, "train": 0.12286420001720007, "val": 0.12286420001720007, "nan_batches": 0}, {"epoch": 54, "train": 0.10218565452557343, "val": 0.10218565452557343, "nan_batches": 0}, {"epoch": 55, "train": 0.12538808584213257, "val": 0.12538808584213257, "nan_batches": 0}, {"epoch": 56, "train": 0.10818379601606956, "val": 0.10818379601606956, "nan_batches": 0}, {"epoch": 57, "train": 0.10713937362799278, "val": 0.10713937362799278, "nan_batches": 0}, {"epoch": 58, "train": 0.12581172814736, "val": 0.12581172814736, "nan_batches": 0}, {"epoch": 59, "train": 0.10782217907790954, "val": 0.10782217907790954, "nan_batches": 0}, {"epoch": 60, "train": 0.0994353686960844, "val": 0.0994353686960844, "nan_batches": 0}, {"epoch": 61, "train": 0.13906758794417748, "val": 0.13906758794417748, "nan_batches": 0}, {"epoch": 62, "train": 0.1439625368668483, "val": 0.1439625368668483, "nan_batches": 0}, {"epoch": 63, "train": 0.16740165994717524, "val": 0.16740165994717524, "nan_batches": 0}, {"epoch": 64, "train": 0.11047088240201657, "val": 0.11047088240201657, "nan_batches": 0}, {"epoch": 65, "train": 0.0744205850821275, "val": 0.0744205850821275, "nan_batches": 0}, {"epoch": 66, "train": 0.13187035001241243, "val": 0.13187035001241243, "nan_batches": 0}, {"epoch": 67, "train": 0.16518350747915414, "val": 0.16518350747915414, "nan_batches": 0}, {"epoch": 68, "train": 0.10775130643294407, "val": 0.10775130643294407, "nan_batches": 0}, {"epoch": 69, "train": 0.1034278399669207, "val": 0.1034278399669207, "nan_batches": 0}, {"epoch": 70, "train": 0.15221835328982428, "val": 0.15221835328982428, "nan_batches": 0}, {"epoch": 71, "train": 0.10284754519279186, "val": 0.10284754519279186, "nan_batches": 0}, {"epoch": 72, "train": 0.13623390747950628, "val": 0.13623390747950628, "nan_batches": 0}, {"epoch": 73, "train": 0.12635131065662092, "val": 0.12635131065662092, "nan_batches": 0}, {"epoch": 74, "train": 0.08918739740665142, "val": 0.08918739740665142, "nan_batches": 0}, {"epoch": 75, "train": 0.0808284913118069, "val": 0.0808284913118069, "nan_batches": 0}, {"epoch": 76, "train": 0.09348234648887928, "val": 0.09348234648887928, "nan_batches": 0}, {"epoch": 77, "train": 0.07448151764961389, "val": 0.07448151764961389, "nan_batches": 0}, {"epoch": 78, "train": 0.1310728627901811, "val": 0.1310728627901811, "nan_batches": 0}, {"epoch": 79, "train": 0.07021808294722667, "val": 0.07021808294722667, "nan_batches": 0}, {"epoch": 80, "train": 0.0873290839103552, "val": 0.0873290839103552, "nan_batches": 0}, {"epoch": 81, "train": 0.09630292109571971, "val": 0.09630292109571971, "nan_batches": 0}, {"epoch": 82, "train": 0.0777046181834661, "val": 0.0777046181834661, "nan_batches": 0}, {"epoch": 83, "train": 0.08097353921486782, "val": 0.08097353921486782, "nan_batches": 0}, {"epoch": 84, "train": 0.23317340245613685, "val": 0.23317340245613685, "nan_batches": 0}, {"epoch": 85, "train": 0.12178758589121011, "val": 0.12178758589121011, "nan_batches": 0}, {"epoch": 86, "train": 0.11710407183720516, "val": 0.11710407183720516, "nan_batches": 0}, {"epoch": 87, "train": 0.127179171030338, "val": 0.127179171030338, "nan_batches": 0}, {"epoch": 88, "train": 0.10767783568455623, "val": 0.10767783568455623, "nan_batches": 0}, {"epoch": 89, "train": 0.07981906716640179, "val": 0.07981906716640179, "nan_batches": 0}, {"epoch": 90, "train": 0.10434155853895041, "val": 0.10434155853895041, "nan_batches": 0}, {"epoch": 91, "train": 0.07335651522645584, "val": 0.07335651522645584, "nan_batches": 0}, {"epoch": 92, "train": 0.09209805268507737, "val": 0.09209805268507737, "nan_batches": 0}, {"epoch": 93, "train": 0.14932093826624063, "val": 0.14932093826624063, "nan_batches": 0}, {"epoch": 94, "train": 0.0673134344128462, "val": 0.0673134344128462, "nan_batches": 0}, {"epoch": 95, "train": 0.09176225616381718, "val": 0.09176225616381718, "nan_batches": 0}, {"epoch": 96, "train": 0.07974272737136254, "val": 0.07974272737136254, "nan_batches": 0}, {"epoch": 97, "train": 0.06875136609260853, "val": 0.06875136609260853, "nan_batches": 0}, {"epoch": 98, "train": 0.10462445708421561, "val": 0.10462445708421561, "nan_batches": 0}, {"epoch": 99, "train": 0.07186496572998854, "val": 0.07186496572998854, "nan_batches": 0}, {"epoch": 100, "train": 0.06850576515381153, "val": 0.06850576515381153, "nan_batches": 0}, {"epoch": 101, "train": 0.08401521008748275, "val": 0.08401521008748275, "nan_batches": 0}, {"epoch": 102, "train": 0.07216199802664611, "val": 0.07216199802664611, "nan_batches": 0}, {"epoch": 103, "train": 0.07242094754026486, "val": 0.07242094754026486, "nan_batches": 0}, {"epoch": 104, "train": 0.07119919438488208, "val": 0.07119919438488208, "nan_batches": 0}, {"epoch": 105, "train": 0.080524031072855, "val": 0.080524031072855, "nan_batches": 0}, {"epoch": 106, "train": 0.07651156989427713, "val": 0.07651156989427713, "nan_batches": 0}, {"epoch": 107, "train": 0.06551280445777453, "val": 0.06551280445777453, "nan_batches": 0}, {"epoch": 108, "train": 0.07538546048677884, "val": 0.07538546048677884, "nan_batches": 0}, {"epoch": 109, "train": 0.10438089416577266, "val": 0.10438089416577266, "nan_batches": 0}, {"epoch": 110, "train": 0.05568552017211914, "val": 0.05568552017211914, "nan_batches": 0}, {"epoch": 111, "train": 0.06499487720429897, "val": 0.06499487720429897, "nan_batches": 0}, {"epoch": 112, "train": 0.08800422916045555, "val": 0.08800422916045555, "nan_batches": 0}, {"epoch": 113, "train": 0.06357155360568029, "val": 0.06357155360568029, "nan_batches": 0}, {"epoch": 114, "train": 0.22034411877393723, "val": 0.22034411877393723, "nan_batches": 0}, {"epoch": 115, "train": 0.07590693693894607, "val": 0.07590693693894607, "nan_batches": 0}, {"epoch": 116, "train": 0.05852440515389809, "val": 0.05852440515389809, "nan_batches": 0}, {"epoch": 117, "train": 0.0643013147637248, "val": 0.0643013147637248, "nan_batches": 0}, {"epoch": 118, "train": 0.06690273537802008, "val": 0.06690273537802008, "nan_batches": 0}, {"epoch": 119, "train": 0.07246457985960521, "val": 0.07246457985960521, "nan_batches": 0}, {"epoch": 120, "train": 0.18155212399478143, "val": 0.18155212399478143, "nan_batches": 0}, {"epoch": 121, "train": 0.063919665148625, "val": 0.063919665148625, "nan_batches": 0}, {"epoch": 122, "train": 0.06882315444258544, "val": 0.06882315444258544, "nan_batches": 0}, {"epoch": 123, "train": 0.06283345646583118, "val": 0.06283345646583118, "nan_batches": 0}, {"epoch": 124, "train": 0.06545287628586476, "val": 0.06545287628586476, "nan_batches": 0}, {"epoch": 125, "train": 0.0901482472052941, "val": 0.0901482472052941, "nan_batches": 0}, {"epoch": 126, "train": 0.09341876781903781, "val": 0.09341876781903781, "nan_batches": 0}, {"epoch": 127, "train": 0.06634295703126834, "val": 0.06634295703126834, "nan_batches": 0}, {"epoch": 128, "train": 0.04845753398079138, "val": 0.04845753398079138, "nan_batches": 0}, {"epoch": 129, "train": 0.16475015280481714, "val": 0.16475015280481714, "nan_batches": 0}, {"epoch": 130, "train": 0.10882367193698883, "val": 0.10882367193698883, "nan_batches": 0}, {"epoch": 131, "train": 0.098746657371521, "val": 0.098746657371521, "nan_batches": 0}, {"epoch": 132, "train": 0.23196421907498285, "val": 0.23196421907498285, "nan_batches": 0}, {"epoch": 133, "train": 0.0782503611766375, "val": 0.0782503611766375, "nan_batches": 0}, {"epoch": 134, "train": 0.4050714009656356, "val": 0.4050714009656356, "nan_batches": 0}, {"epoch": 135, "train": 0.09871626931887406, "val": 0.09871626931887406, "nan_batches": 0}, {"epoch": 136, "train": 0.09463745011733128, "val": 0.09463745011733128, "nan_batches": 0}, {"epoch": 137, "train": 0.09095564713844886, "val": 0.09095564713844886, "nan_batches": 0}, {"epoch": 138, "train": 0.05687323470528309, "val": 0.05687323470528309, "nan_batches": 0}, {"epoch": 139, "train": 0.07648365314190204, "val": 0.07648365314190204, "nan_batches": 0}, {"epoch": 140, "train": 0.09378894819663121, "val": 0.09378894819663121, "nan_batches": 0}, {"epoch": 141, "train": 0.060663251349559195, "val": 0.060663251349559195, "nan_batches": 0}, {"epoch": 142, "train": 0.06336924491020349, "val": 0.06336924491020349, "nan_batches": 0}, {"epoch": 143, "train": 0.0674338571440715, "val": 0.0674338571440715, "nan_batches": 0}, {"epoch": 144, "train": 0.07323166280268477, "val": 0.07323166280268477, "nan_batches": 0}, {"epoch": 145, "train": 0.05029947797839458, "val": 0.05029947797839458, "nan_batches": 0}, {"epoch": 146, "train": 0.052334035818393417, "val": 0.052334035818393417, "nan_batches": 0}, {"epoch": 147, "train": 0.07710384864073533, "val": 0.07710384864073533, "nan_batches": 0}, {"epoch": 148, "train": 0.06527209095656872, "val": 0.06527209095656872, "nan_batches": 0}, {"epoch": 149, "train": 0.05879137607721182, "val": 0.05879137607721182, "nan_batches": 0}, {"epoch": 150, "train": 0.17801768590624517, "val": 0.17801768590624517, "nan_batches": 0}, {"epoch": 151, "train": 0.05634519400504919, "val": 0.05634519400504919, "nan_batches": 0}, {"epoch": 152, "train": 0.05536694179933805, "val": 0.05536694179933805, "nan_batches": 0}, {"epoch": 153, "train": 0.0736037756388004, "val": 0.0736037756388004, "nan_batches": 0}, {"epoch": 154, "train": 0.0776853641638389, "val": 0.0776853641638389, "nan_batches": 0}, {"epoch": 155, "train": 0.05924849384106123, "val": 0.05924849384106123, "nan_batches": 0}, {"epoch": 156, "train": 0.07788467292602246, "val": 0.07788467292602246, "nan_batches": 0}, {"epoch": 157, "train": 0.18346357345581055, "val": 0.18346357345581055, "nan_batches": 0}, {"epoch": 158, "train": 0.09276059728402358, "val": 0.09276059728402358, "nan_batches": 0}, {"epoch": 159, "train": 0.062216370151593134, "val": 0.062216370151593134, "nan_batches": 0}, {"epoch": 160, "train": 0.06389971994436704, "val": 0.06389971994436704, "nan_batches": 0}, {"epoch": 161, "train": 0.061653742423424356, "val": 0.061653742423424356, "nan_batches": 0}, {"epoch": 162, "train": 0.20698935552858388, "val": 0.20698935552858388, "nan_batches": 0}, {"epoch": 163, "train": 0.07741442953164761, "val": 0.07741442953164761, "nan_batches": 0}, {"epoch": 164, "train": 0.05262943643790025, "val": 0.05262943643790025, "nan_batches": 0}, {"epoch": 165, "train": 0.047607685027357474, "val": 0.047607685027357474, "nan_batches": 0}, {"epoch": 166, "train": 0.0738834526676398, "val": 0.0738834526676398, "nan_batches": 0}, {"epoch": 167, "train": 0.08911627874924587, "val": 0.08911627874924587, "nan_batches": 0}, {"epoch": 168, "train": 0.09737697587563442, "val": 0.09737697587563442, "nan_batches": 0}, {"epoch": 169, "train": 0.06250628341849034, "val": 0.06250628341849034, "nan_batches": 0}, {"epoch": 170, "train": 0.07885534373613504, "val": 0.07885534373613504, "nan_batches": 0}, {"epoch": 171, "train": 0.045918141634991534, "val": 0.045918141634991534, "nan_batches": 0}, {"epoch": 172, "train": 0.04890283369101011, "val": 0.04890283369101011, "nan_batches": 0}, {"epoch": 173, "train": 0.06464461581065105, "val": 0.06464461581065105, "nan_batches": 0}, {"epoch": 174, "train": 0.08193146150845748, "val": 0.08193146150845748, "nan_batches": 0}, {"epoch": 175, "train": 0.04986226988526491, "val": 0.04986226988526491, "nan_batches": 0}, {"epoch": 176, "train": 0.07925634544629317, "val": 0.07925634544629317, "nan_batches": 0}, {"epoch": 177, "train": 0.102264037499061, "val": 0.102264037499061, "nan_batches": 0}, {"epoch": 178, "train": 0.0964319992523927, "val": 0.0964319992523927, "nan_batches": 0}, {"epoch": 179, "train": 0.0895729844386761, "val": 0.0895729844386761, "nan_batches": 0}, {"epoch": 180, "train": 0.07032115599856927, "val": 0.07032115599856927, "nan_batches": 0}, {"epoch": 181, "train": 0.08413420273707463, "val": 0.08413420273707463, "nan_batches": 0}, {"epoch": 182, "train": 0.05608363485393616, "val": 0.05608363485393616, "nan_batches": 0}, {"epoch": 183, "train": 0.06573159190324637, "val": 0.06573159190324637, "nan_batches": 0}, {"epoch": 184, "train": 0.04629228307077518, "val": 0.04629228307077518, "nan_batches": 0}, {"epoch": 185, "train": 0.08889280947355124, "val": 0.08889280947355124, "nan_batches": 0}, {"epoch": 186, "train": 0.05117231808029688, "val": 0.05117231808029688, "nan_batches": 0}, {"epoch": 187, "train": 0.05645020936544125, "val": 0.05645020936544125, "nan_batches": 0}, {"epoch": 188, "train": 0.08046095646344699, "val": 0.08046095646344699, "nan_batches": 0}, {"epoch": 189, "train": 0.08274277586203355, "val": 0.08274277586203355, "nan_batches": 0}, {"epoch": 190, "train": 0.05268019552414234, "val": 0.05268019552414234, "nan_batches": 0}, {"epoch": 191, "train": 0.05101880098048311, "val": 0.05101880098048311, "nan_batches": 0}, {"epoch": 192, "train": 0.04132712499883313, "val": 0.04132712499883313, "nan_batches": 0}, {"epoch": 193, "train": 0.15636568516492844, "val": 0.15636568516492844, "nan_batches": 0}, {"epoch": 194, "train": 0.13883602848419777, "val": 0.13883602848419777, "nan_batches": 0}, {"epoch": 195, "train": 0.08713162862337552, "val": 0.08713162862337552, "nan_batches": 0}, {"epoch": 196, "train": 0.056181760218281016, "val": 0.056181760218281016, "nan_batches": 0}, {"epoch": 197, "train": 0.06383369605128582, "val": 0.06383369605128582, "nan_batches": 0}, {"epoch": 198, "train": 0.043422386480065495, "val": 0.043422386480065495, "nan_batches": 0}, {"epoch": 199, "train": 0.053138063790706486, "val": 0.053138063790706486, "nan_batches": 0}, {"epoch": 200, "train": 0.04753981358729876, "val": 0.04753981358729876, "nan_batches": 0}, {"epoch": 201, "train": 0.0490591603402908, "val": 0.0490591603402908, "nan_batches": 0}, {"epoch": 202, "train": 0.050704531371593475, "val": 0.050704531371593475, "nan_batches": 0}, {"epoch": 203, "train": 0.08303083594028766, "val": 0.08303083594028766, "nan_batches": 0}, {"epoch": 204, "train": 0.08785373430985671, "val": 0.08785373430985671, "nan_batches": 0}, {"epoch": 205, "train": 0.0467097068635317, "val": 0.0467097068635317, "nan_batches": 0}, {"epoch": 206, "train": 0.050552256136702806, "val": 0.050552256136702806, "nan_batches": 0}, {"epoch": 207, "train": 0.06140591390430927, "val": 0.06140591390430927, "nan_batches": 0}, {"epoch": 208, "train": 0.0719004559975404, "val": 0.0719004559975404, "nan_batches": 0}, {"epoch": 209, "train": 0.10224913404538082, "val": 0.10224913404538082, "nan_batches": 0}, {"epoch": 210, "train": 0.04772874884880506, "val": 0.04772874884880506, "nan_batches": 0}, {"epoch": 211, "train": 0.2140128404761736, "val": 0.2140128404761736, "nan_batches": 0}, {"epoch": 212, "train": 0.1240740750844662, "val": 0.1240740750844662, "nan_batches": 0}, {"epoch": 213, "train": 0.19117084202858117, "val": 0.19117084202858117, "nan_batches": 0}, {"epoch": 214, "train": 0.07998097630647513, "val": 0.07998097630647513, "nan_batches": 0}, {"epoch": 215, "train": 0.05584604131917541, "val": 0.05584604131917541, "nan_batches": 0}, {"epoch": 216, "train": 0.04613913409411907, "val": 0.04613913409411907, "nan_batches": 0}, {"epoch": 217, "train": 0.0572788220955632, "val": 0.0572788220955632, "nan_batches": 0}, {"epoch": 218, "train": 0.05216148058668925, "val": 0.05216148058668925, "nan_batches": 0}, {"epoch": 219, "train": 0.04479482864889388, "val": 0.04479482864889388, "nan_batches": 0}, {"epoch": 220, "train": 0.0416204988813171, "val": 0.0416204988813171, "nan_batches": 0}, {"epoch": 221, "train": 0.06269113754387945, "val": 0.06269113754387945, "nan_batches": 0}, {"epoch": 222, "train": 0.03666573361708568, "val": 0.03666573361708568, "nan_batches": 0}, {"epoch": 223, "train": 0.07904444749538715, "val": 0.07904444749538715, "nan_batches": 0}, {"epoch": 224, "train": 0.08374887017103341, "val": 0.08374887017103341, "nan_batches": 0}, {"epoch": 225, "train": 0.042751253510896974, "val": 0.042751253510896974, "nan_batches": 0}, {"epoch": 226, "train": 0.04809061953654656, "val": 0.04809061953654656, "nan_batches": 0}, {"epoch": 227, "train": 0.04822772512069115, "val": 0.04822772512069115, "nan_batches": 0}, {"epoch": 228, "train": 0.04853246733546257, "val": 0.04853246733546257, "nan_batches": 0}, {"epoch": 229, "train": 0.04209165447033369, "val": 0.04209165447033369, "nan_batches": 0}, {"epoch": 230, "train": 0.05586199419429669, "val": 0.05586199419429669, "nan_batches": 0}, {"epoch": 231, "train": 0.056825569472633876, "val": 0.056825569472633876, "nan_batches": 0}, {"epoch": 232, "train": 0.0799228147818492, "val": 0.0799228147818492, "nan_batches": 0}, {"epoch": 233, "train": 0.06053546586861977, "val": 0.06053546586861977, "nan_batches": 0}, {"epoch": 234, "train": 0.08796513653718509, "val": 0.08796513653718509, "nan_batches": 0}, {"epoch": 235, "train": 0.14895330656033295, "val": 0.14895330656033295, "nan_batches": 0}, {"epoch": 236, "train": 0.08991594497974102, "val": 0.08991594497974102, "nan_batches": 0}, {"epoch": 237, "train": 0.08074475595584282, "val": 0.08074475595584282, "nan_batches": 0}, {"epoch": 238, "train": 0.04871431816942417, "val": 0.04871431816942417, "nan_batches": 0}, {"epoch": 239, "train": 0.08839548894992241, "val": 0.08839548894992241, "nan_batches": 0}, {"epoch": 240, "train": 0.06551212186996754, "val": 0.06551212186996754, "nan_batches": 0}, {"epoch": 241, "train": 0.07610684633255005, "val": 0.07610684633255005, "nan_batches": 0}, {"epoch": 242, "train": 0.04444157847991356, "val": 0.04444157847991356, "nan_batches": 0}, {"epoch": 243, "train": 0.05380520242033526, "val": 0.05380520242033526, "nan_batches": 0}, {"epoch": 244, "train": 0.04443929258447427, "val": 0.04443929258447427, "nan_batches": 0}, {"epoch": 245, "train": 0.06179600724807152, "val": 0.06179600724807152, "nan_batches": 0}, {"epoch": 246, "train": 0.060509101989177555, "val": 0.060509101989177555, "nan_batches": 0}, {"epoch": 247, "train": 0.06293429090426518, "val": 0.06293429090426518, "nan_batches": 0}, {"epoch": 248, "train": 0.05961873554266416, "val": 0.05961873554266416, "nan_batches": 0}, {"epoch": 249, "train": 0.05163288756739348, "val": 0.05163288756739348, "nan_batches": 0}, {"epoch": 250, "train": 0.05085049168421672, "val": 0.05085049168421672, "nan_batches": 0}, {"epoch": 251, "train": 0.06712276201981765, "val": 0.06712276201981765, "nan_batches": 0}, {"epoch": 252, "train": 0.2035336930018205, "val": 0.2035336930018205, "nan_batches": 0}, {"epoch": 253, "train": 0.09413421497895168, "val": 0.09413421497895168, "nan_batches": 0}, {"epoch": 254, "train": 0.06020113510581163, "val": 0.06020113510581163, "nan_batches": 0}, {"epoch": 255, "train": 0.05318610312846991, "val": 0.05318610312846991, "nan_batches": 0}, {"epoch": 256, "train": 0.04530224225555475, "val": 0.04530224225555475, "nan_batches": 0}, {"epoch": 257, "train": 0.055484081690128036, "val": 0.055484081690128036, "nan_batches": 0}, {"epoch": 258, "train": 0.07006541811502896, "val": 0.07006541811502896, "nan_batches": 0}, {"epoch": 259, "train": 0.06272856088785025, "val": 0.06272856088785025, "nan_batches": 0}, {"epoch": 260, "train": 0.04895093836463415, "val": 0.04895093836463415, "nan_batches": 0}, {"epoch": 261, "train": 0.05300933498745927, "val": 0.05300933498745927, "nan_batches": 0}, {"epoch": 262, "train": 0.0654787916976672, "val": 0.0654787916976672, "nan_batches": 0}, {"epoch": 263, "train": 0.08336530740444477, "val": 0.08336530740444477, "nan_batches": 0}, {"epoch": 264, "train": 0.05347809510735365, "val": 0.05347809510735365, "nan_batches": 0}, {"epoch": 265, "train": 0.04388536770756428, "val": 0.04388536770756428, "nan_batches": 0}, {"epoch": 266, "train": 0.0735555554811771, "val": 0.0735555554811771, "nan_batches": 0}, {"epoch": 267, "train": 0.049045590755458064, "val": 0.049045590755458064, "nan_batches": 0}, {"epoch": 268, "train": 0.05480010721545953, "val": 0.05480010721545953, "nan_batches": 0}, {"epoch": 269, "train": 0.0745835556433751, "val": 0.0745835556433751, "nan_batches": 0}, {"epoch": 270, "train": 0.05543282284186436, "val": 0.05543282284186436, "nan_batches": 0}, {"epoch": 271, "train": 0.04528366724172464, "val": 0.04528366724172464, "nan_batches": 0}, {"epoch": 272, "train": 0.054637981148866505, "val": 0.054637981148866505, "nan_batches": 0}, {"epoch": 273, "train": 0.047831924488911264, "val": 0.047831924488911264, "nan_batches": 0}, {"epoch": 274, "train": 0.037402656090517454, "val": 0.037402656090517454, "nan_batches": 0}, {"epoch": 275, "train": 0.047936877235770226, "val": 0.047936877235770226, "nan_batches": 0}, {"epoch": 276, "train": 0.053978112597878165, "val": 0.053978112597878165, "nan_batches": 0}, {"epoch": 277, "train": 0.04916606621386913, "val": 0.04916606621386913, "nan_batches": 0}, {"epoch": 278, "train": 0.04361854056612803, "val": 0.04361854056612803, "nan_batches": 0}, {"epoch": 279, "train": 0.04119002088331259, "val": 0.04119002088331259, "nan_batches": 0}, {"epoch": 280, "train": 0.061958521604537964, "val": 0.061958521604537964, "nan_batches": 0}, {"epoch": 281, "train": 0.07369693483297642, "val": 0.07369693483297642, "nan_batches": 0}, {"epoch": 282, "train": 0.04868939461616369, "val": 0.04868939461616369, "nan_batches": 0}, {"epoch": 283, "train": 0.042129393093861066, "val": 0.042129393093861066, "nan_batches": 0}, {"epoch": 284, "train": 0.06128233355971483, "val": 0.06128233355971483, "nan_batches": 0}, {"epoch": 285, "train": 0.07129687300095192, "val": 0.07129687300095192, "nan_batches": 0}, {"epoch": 286, "train": 0.04633529126071013, "val": 0.04633529126071013, "nan_batches": 0}, {"epoch": 287, "train": 0.07916112215473102, "val": 0.07916112215473102, "nan_batches": 0}, {"epoch": 288, "train": 0.0595358140193499, "val": 0.0595358140193499, "nan_batches": 0}, {"epoch": 289, "train": 0.0759258373425557, "val": 0.0759258373425557, "nan_batches": 0}, {"epoch": 290, "train": 0.06361342737307915, "val": 0.06361342737307915, "nan_batches": 0}, {"epoch": 291, "train": 0.05246270240212862, "val": 0.05246270240212862, "nan_batches": 0}, {"epoch": 292, "train": 0.05260239914059639, "val": 0.05260239914059639, "nan_batches": 0}, {"epoch": 293, "train": 0.05499015859543131, "val": 0.05499015859543131, "nan_batches": 0}, {"epoch": 294, "train": 0.07333517876955178, "val": 0.07333517876955178, "nan_batches": 0}, {"epoch": 295, "train": 0.05595150360694298, "val": 0.05595150360694298, "nan_batches": 0}, {"epoch": 296, "train": 0.07743811951233791, "val": 0.07743811951233791, "nan_batches": 0}, {"epoch": 297, "train": 0.051893809953561194, "val": 0.051893809953561194, "nan_batches": 0}, {"epoch": 298, "train": 0.05988943046675278, "val": 0.05988943046675278, "nan_batches": 0}, {"epoch": 299, "train": 0.050936257609954246, "val": 0.050936257609954246, "nan_batches": 0}, {"epoch": 300, "train": 0.22035650106576773, "val": 0.22035650106576773, "nan_batches": 0}, {"epoch": 301, "train": 0.04940998869446608, "val": 0.04940998869446608, "nan_batches": 0}, {"epoch": 302, "train": 0.18014500949245232, "val": 0.18014500949245232, "nan_batches": 0}, {"epoch": 303, "train": 0.05526407707769137, "val": 0.05526407707769137, "nan_batches": 0}, {"epoch": 304, "train": 0.04754000701583349, "val": 0.04754000701583349, "nan_batches": 0}, {"epoch": 305, "train": 0.03917810994272049, "val": 0.03917810994272049, "nan_batches": 0}, {"epoch": 306, "train": 0.05648185269763836, "val": 0.05648185269763836, "nan_batches": 0}, {"epoch": 307, "train": 0.060973019554064825, "val": 0.060973019554064825, "nan_batches": 0}, {"epoch": 308, "train": 0.04830181741943726, "val": 0.04830181741943726, "nan_batches": 0}, {"epoch": 309, "train": 0.04305216856300831, "val": 0.04305216856300831, "nan_batches": 0}, {"epoch": 310, "train": 0.038555544371215195, "val": 0.038555544371215195, "nan_batches": 0}, {"epoch": 311, "train": 0.05070303437801508, "val": 0.05070303437801508, "nan_batches": 0}, {"epoch": 312, "train": 0.045688773003908306, "val": 0.045688773003908306, "nan_batches": 0}, {"epoch": 313, "train": 0.06577888131141663, "val": 0.06577888131141663, "nan_batches": 0}, {"epoch": 314, "train": 0.17326406074257997, "val": 0.17326406074257997, "nan_batches": 0}, {"epoch": 315, "train": 0.22944694585525072, "val": 0.22944694585525072, "nan_batches": 0}, {"epoch": 316, "train": 0.06618514542396252, "val": 0.06618514542396252, "nan_batches": 0}, {"epoch": 317, "train": 0.08140693948819087, "val": 0.08140693948819087, "nan_batches": 0}, {"epoch": 318, "train": 0.04396457081803909, "val": 0.04396457081803909, "nan_batches": 0}, {"epoch": 319, "train": 0.07092800277930039, "val": 0.07092800277930039, "nan_batches": 0}, {"epoch": 320, "train": 0.058394380200367704, "val": 0.058394380200367704, "nan_batches": 0}, {"epoch": 321, "train": 0.051977005428992785, "val": 0.051977005428992785, "nan_batches": 0}, {"epoch": 322, "train": 0.05414673084249863, "val": 0.05414673084249863, "nan_batches": 0}, {"epoch": 323, "train": 0.05263761774851726, "val": 0.05263761774851726, "nan_batches": 0}, {"epoch": 324, "train": 0.05578208829347904, "val": 0.05578208829347904, "nan_batches": 0}, {"epoch": 325, "train": 0.08818653455147377, "val": 0.08818653455147377, "nan_batches": 0}, {"epoch": 326, "train": 0.07856541413527268, "val": 0.07856541413527268, "nan_batches": 0}, {"epoch": 327, "train": 0.1936926978210417, "val": 0.1936926978210417, "nan_batches": 0}, {"epoch": 328, "train": 0.04596151354221197, "val": 0.04596151354221197, "nan_batches": 0}, {"epoch": 329, "train": 0.046910624378002606, "val": 0.046910624378002606, "nan_batches": 0}, {"epoch": 330, "train": 0.05397569669338946, "val": 0.05397569669338946, "nan_batches": 0}, {"epoch": 331, "train": 0.08130846344507657, "val": 0.08130846344507657, "nan_batches": 0}, {"epoch": 332, "train": 0.05050726191928753, "val": 0.05050726191928753, "nan_batches": 0}, {"epoch": 333, "train": 0.0588081160094589, "val": 0.0588081160094589, "nan_batches": 0}, {"epoch": 334, "train": 0.1211923870902795, "val": 0.1211923870902795, "nan_batches": 0}, {"epoch": 335, "train": 0.05868478577870589, "val": 0.05868478577870589, "nan_batches": 0}, {"epoch": 336, "train": 0.0581672744682202, "val": 0.0581672744682202, "nan_batches": 0}, {"epoch": 337, "train": 0.0767957023703135, "val": 0.0767957023703135, "nan_batches": 0}, {"epoch": 338, "train": 0.05684060795017733, "val": 0.05684060795017733, "nan_batches": 0}, {"epoch": 339, "train": 0.08515404737912692, "val": 0.08515404737912692, "nan_batches": 0}, {"epoch": 340, "train": 0.07541002619725007, "val": 0.07541002619725007, "nan_batches": 0}, {"epoch": 341, "train": 0.04567270601042905, "val": 0.04567270601042905, "nan_batches": 0}, {"epoch": 342, "train": 0.054829412184727304, "val": 0.054829412184727304, "nan_batches": 0}, {"epoch": 343, "train": 0.053919241978571966, "val": 0.053919241978571966, "nan_batches": 0}, {"epoch": 344, "train": 0.05057366422484987, "val": 0.05057366422484987, "nan_batches": 0}, {"epoch": 345, "train": 0.043768056883261755, "val": 0.043768056883261755, "nan_batches": 0}, {"epoch": 346, "train": 0.06072781063043154, "val": 0.06072781063043154, "nan_batches": 0}, {"epoch": 347, "train": 0.055275900002855524, "val": 0.055275900002855524, "nan_batches": 0}, {"epoch": 348, "train": 0.056116109570631616, "val": 0.056116109570631616, "nan_batches": 0}, {"epoch": 349, "train": 0.040575680716966205, "val": 0.040575680716966205, "nan_batches": 0}, {"epoch": 350, "train": 0.04831410685661607, "val": 0.04831410685661607, "nan_batches": 0}, {"epoch": 351, "train": 0.057217771044144265, "val": 0.057217771044144265, "nan_batches": 0}, {"epoch": 352, "train": 0.0694721914254702, "val": 0.0694721914254702, "nan_batches": 0}, {"epoch": 353, "train": 0.06127238588837477, "val": 0.06127238588837477, "nan_batches": 0}, {"epoch": 354, "train": 0.052639470650599554, "val": 0.052639470650599554, "nan_batches": 0}, {"epoch": 355, "train": 0.08781581601271263, "val": 0.08781581601271263, "nan_batches": 0}, {"epoch": 356, "train": 0.20275168457569984, "val": 0.20275168457569984, "nan_batches": 0}, {"epoch": 357, "train": 0.11959825169581634, "val": 0.11959825169581634, "nan_batches": 0}, {"epoch": 358, "train": 0.06696779338213113, "val": 0.06696779338213113, "nan_batches": 0}, {"epoch": 359, "train": 0.07598490841113605, "val": 0.07598490841113605, "nan_batches": 0}, {"epoch": 360, "train": 0.05355157237499952, "val": 0.05355157237499952, "nan_batches": 0}, {"epoch": 361, "train": 0.046309565695432514, "val": 0.046309565695432514, "nan_batches": 0}, {"epoch": 362, "train": 0.04957415493061909, "val": 0.04957415493061909, "nan_batches": 0}, {"epoch": 363, "train": 0.07521055524165814, "val": 0.07521055524165814, "nan_batches": 0}, {"epoch": 364, "train": 0.05371804397481565, "val": 0.05371804397481565, "nan_batches": 0}, {"epoch": 365, "train": 0.07263901715095226, "val": 0.07263901715095226, "nan_batches": 0}, {"epoch": 366, "train": 0.05748281599237369, "val": 0.05748281599237369, "nan_batches": 0}, {"epoch": 367, "train": 0.05713174778681535, "val": 0.05713174778681535, "nan_batches": 0}, {"epoch": 368, "train": 0.07591552230028006, "val": 0.07591552230028006, "nan_batches": 0}, {"epoch": 369, "train": 0.1387100495854751, "val": 0.1387100495854751, "nan_batches": 0}, {"epoch": 370, "train": 0.07925646007061005, "val": 0.07925646007061005, "nan_batches": 0}, {"epoch": 371, "train": 0.05129978777124332, "val": 0.05129978777124332, "nan_batches": 0}, {"epoch": 372, "train": 0.08045786733810718, "val": 0.08045786733810718, "nan_batches": 0}, {"epoch": 373, "train": 0.04195677632322678, "val": 0.04195677632322678, "nan_batches": 0}, {"epoch": 374, "train": 0.074279418358436, "val": 0.074279418358436, "nan_batches": 0}, {"epoch": 375, "train": 0.08371329995302054, "val": 0.08371329995302054, "nan_batches": 0}, {"epoch": 376, "train": 0.047261377080128744, "val": 0.047261377080128744, "nan_batches": 0}, {"epoch": 377, "train": 0.05823643505573273, "val": 0.05823643505573273, "nan_batches": 0}, {"epoch": 378, "train": 0.08199873108130235, "val": 0.08199873108130235, "nan_batches": 0}, {"epoch": 379, "train": 0.044395519205583975, "val": 0.044395519205583975, "nan_batches": 0}, {"epoch": 380, "train": 0.048497614092551745, "val": 0.048497614092551745, "nan_batches": 0}, {"epoch": 381, "train": 0.06678284246187943, "val": 0.06678284246187943, "nan_batches": 0}, {"epoch": 382, "train": 0.04204843067922271, "val": 0.04204843067922271, "nan_batches": 0}, {"epoch": 383, "train": 0.04767636037789858, "val": 0.04767636037789858, "nan_batches": 0}, {"epoch": 384, "train": 0.06917020277335094, "val": 0.06917020277335094, "nan_batches": 0}, {"epoch": 385, "train": 0.05832006724981161, "val": 0.05832006724981161, "nan_batches": 0}, {"epoch": 386, "train": 0.04763886447136219, "val": 0.04763886447136219, "nan_batches": 0}, {"epoch": 387, "train": 0.0858785670537215, "val": 0.0858785670537215, "nan_batches": 0}, {"epoch": 388, "train": 0.05876890183068239, "val": 0.05876890183068239, "nan_batches": 0}, {"epoch": 389, "train": 0.04846653748805133, "val": 0.04846653748805133, "nan_batches": 0}, {"epoch": 390, "train": 0.06767964821595412, "val": 0.06767964821595412, "nan_batches": 0}, {"epoch": 391, "train": 0.1538586977403611, "val": 0.1538586977403611, "nan_batches": 0}, {"epoch": 392, "train": 0.04324549282542788, "val": 0.04324549282542788, "nan_batches": 0}, {"epoch": 393, "train": 0.059171124862936825, "val": 0.059171124862936825, "nan_batches": 0}, {"epoch": 394, "train": 0.15523882289954388, "val": 0.15523882289954388, "nan_batches": 0}, {"epoch": 395, "train": 0.09552352130413055, "val": 0.09552352130413055, "nan_batches": 0}, {"epoch": 396, "train": 0.04464713999858269, "val": 0.04464713999858269, "nan_batches": 0}, {"epoch": 397, "train": 0.05261618844591654, "val": 0.05261618844591654, "nan_batches": 0}, {"epoch": 398, "train": 0.05312644833555588, "val": 0.05312644833555588, "nan_batches": 0}, {"epoch": 399, "train": 0.05119564441534189, "val": 0.05119564441534189, "nan_batches": 0}, {"epoch": 400, "train": 0.09396953766162579, "val": 0.09396953766162579, "nan_batches": 0}, {"epoch": 401, "train": 0.03751176996872975, "val": 0.03751176996872975, "nan_batches": 0}, {"epoch": 402, "train": 0.10444590907830459, "val": 0.10444590907830459, "nan_batches": 0}, {"epoch": 403, "train": 0.04032883305962269, "val": 0.04032883305962269, "nan_batches": 0}, {"epoch": 404, "train": 0.06026347167789936, "val": 0.06026347167789936, "nan_batches": 0}, {"epoch": 405, "train": 0.07387658495169419, "val": 0.07387658495169419, "nan_batches": 0}, {"epoch": 406, "train": 0.04714125724366078, "val": 0.04714125724366078, "nan_batches": 0}, {"epoch": 407, "train": 0.06859489301076302, "val": 0.06859489301076302, "nan_batches": 0}, {"epoch": 408, "train": 0.050458138110116124, "val": 0.050458138110116124, "nan_batches": 0}, {"epoch": 409, "train": 0.04699419868680147, "val": 0.04699419868680147, "nan_batches": 0}, {"epoch": 410, "train": 0.12541179015086248, "val": 0.12541179015086248, "nan_batches": 0}, {"epoch": 411, "train": 0.07394997259745231, "val": 0.07394997259745231, "nan_batches": 0}, {"epoch": 412, "train": 0.04653540253639221, "val": 0.04653540253639221, "nan_batches": 0}, {"epoch": 413, "train": 0.050200445004380666, "val": 0.050200445004380666, "nan_batches": 0}, {"epoch": 414, "train": 0.04253494940125025, "val": 0.04253494940125025, "nan_batches": 0}, {"epoch": 415, "train": 0.04854505566450266, "val": 0.04854505566450266, "nan_batches": 0}, {"epoch": 416, "train": 0.040085314987943724, "val": 0.040085314987943724, "nan_batches": 0}, {"epoch": 417, "train": 0.04230807191477372, "val": 0.04230807191477372, "nan_batches": 0}, {"epoch": 418, "train": 0.04895482971691168, "val": 0.04895482971691168, "nan_batches": 0}, {"epoch": 419, "train": 0.04256277703321897, "val": 0.04256277703321897, "nan_batches": 0}, {"epoch": 420, "train": 0.0676820558997301, "val": 0.0676820558997301, "nan_batches": 0}, {"epoch": 421, "train": 0.09309748846750993, "val": 0.09309748846750993, "nan_batches": 0}, {"epoch": 422, "train": 0.048034888405639395, "val": 0.048034888405639395, "nan_batches": 0}, {"epoch": 423, "train": 0.04666468042593736, "val": 0.04666468042593736, "nan_batches": 0}, {"epoch": 424, "train": 0.039582577462379746, "val": 0.039582577462379746, "nan_batches": 0}, {"epoch": 425, "train": 0.03783872164785862, "val": 0.03783872164785862, "nan_batches": 0}, {"epoch": 426, "train": 0.05379822972015692, "val": 0.05379822972015692, "nan_batches": 0}, {"epoch": 427, "train": 0.04993090504565491, "val": 0.04993090504565491, "nan_batches": 0}, {"epoch": 428, "train": 0.060790538718440354, "val": 0.060790538718440354, "nan_batches": 0}, {"epoch": 429, "train": 0.0660062374976965, "val": 0.0660062374976965, "nan_batches": 0}, {"epoch": 430, "train": 0.07832067918318969, "val": 0.07832067918318969, "nan_batches": 0}, {"epoch": 431, "train": 0.07565592802487887, "val": 0.07565592802487887, "nan_batches": 0}, {"epoch": 432, "train": 0.041850413697270245, "val": 0.041850413697270245, "nan_batches": 0}, {"epoch": 433, "train": 0.07345363383109753, "val": 0.07345363383109753, "nan_batches": 0}, {"epoch": 434, "train": 0.08294100715563847, "val": 0.08294100715563847, "nan_batches": 0}, {"epoch": 435, "train": 0.048216355964541435, "val": 0.048216355964541435, "nan_batches": 0}, {"epoch": 436, "train": 0.07483286869067413, "val": 0.07483286869067413, "nan_batches": 0}, {"epoch": 437, "train": 0.11650808785970394, "val": 0.11650808785970394, "nan_batches": 0}, {"epoch": 438, "train": 0.046736459605968915, "val": 0.046736459605968915, "nan_batches": 0}, {"epoch": 439, "train": 0.07660395021621998, "val": 0.07660395021621998, "nan_batches": 0}, {"epoch": 440, "train": 0.04479056671978189, "val": 0.04479056671978189, "nan_batches": 0}, {"epoch": 441, "train": 0.07357949820848611, "val": 0.07357949820848611, "nan_batches": 0}, {"epoch": 442, "train": 0.0899230081301469, "val": 0.0899230081301469, "nan_batches": 0}, {"epoch": 443, "train": 0.03732767495631169, "val": 0.03732767495631169, "nan_batches": 0}, {"epoch": 444, "train": 0.04921076203194948, "val": 0.04921076203194948, "nan_batches": 0}, {"epoch": 445, "train": 0.04133247152472345, "val": 0.04133247152472345, "nan_batches": 0}, {"epoch": 446, "train": 0.042248859571722835, "val": 0.042248859571722835, "nan_batches": 0}, {"epoch": 447, "train": 0.05444703774096874, "val": 0.05444703774096874, "nan_batches": 0}, {"epoch": 448, "train": 0.15974893091389766, "val": 0.15974893091389766, "nan_batches": 0}, {"epoch": 449, "train": 0.12249342409464029, "val": 0.12249342409464029, "nan_batches": 0}, {"epoch": 450, "train": 0.046909536521595255, "val": 0.046909536521595255, "nan_batches": 0}, {"epoch": 451, "train": 0.07422367540689614, "val": 0.07422367540689614, "nan_batches": 0}, {"epoch": 452, "train": 0.05044546512922702, "val": 0.05044546512922702, "nan_batches": 0}, {"epoch": 453, "train": 0.05249054515017913, "val": 0.05249054515017913, "nan_batches": 0}, {"epoch": 454, "train": 0.11282056340804467, "val": 0.11282056340804467, "nan_batches": 0}, {"epoch": 455, "train": 0.056100741386986695, "val": 0.056100741386986695, "nan_batches": 0}, {"epoch": 456, "train": 0.051612472327318616, "val": 0.051612472327318616, "nan_batches": 0}, {"epoch": 457, "train": 0.06299746036529541, "val": 0.06299746036529541, "nan_batches": 0}, {"epoch": 458, "train": 0.043833744139052354, "val": 0.043833744139052354, "nan_batches": 0}, {"epoch": 459, "train": 0.08427696503125705, "val": 0.08427696503125705, "nan_batches": 0}, {"epoch": 460, "train": 0.07276704162359238, "val": 0.07276704162359238, "nan_batches": 0}, {"epoch": 461, "train": 0.07376607622091587, "val": 0.07376607622091587, "nan_batches": 0}, {"epoch": 462, "train": 0.04178361881237764, "val": 0.04178361881237764, "nan_batches": 0}, {"epoch": 463, "train": 0.07834421556729537, "val": 0.07834421556729537, "nan_batches": 0}, {"epoch": 464, "train": 0.07623507540959579, "val": 0.07623507540959579, "nan_batches": 0}, {"epoch": 465, "train": 0.0466556167588211, "val": 0.0466556167588211, "nan_batches": 0}, {"epoch": 466, "train": 0.05235192265648108, "val": 0.05235192265648108, "nan_batches": 0}, {"epoch": 467, "train": 0.04629227100835683, "val": 0.04629227100835683, "nan_batches": 0}, {"epoch": 468, "train": 0.04850205463858751, "val": 0.04850205463858751, "nan_batches": 0}, {"epoch": 469, "train": 0.04575151348343262, "val": 0.04575151348343262, "nan_batches": 0}, {"epoch": 470, "train": 0.04958567012531253, "val": 0.04958567012531253, "nan_batches": 0}, {"epoch": 471, "train": 0.060889797715040356, "val": 0.060889797715040356, "nan_batches": 0}, {"epoch": 472, "train": 0.07367453552209415, "val": 0.07367453552209415, "nan_batches": 0}, {"epoch": 473, "train": 0.0871047297349343, "val": 0.0871047297349343, "nan_batches": 0}, {"epoch": 474, "train": 0.054122176594459094, "val": 0.054122176594459094, "nan_batches": 0}, {"epoch": 475, "train": 0.051781725424986616, "val": 0.051781725424986616, "nan_batches": 0}, {"epoch": 476, "train": 0.05348282422906218, "val": 0.05348282422906218, "nan_batches": 0}, {"epoch": 477, "train": 0.04425830386865597, "val": 0.04425830386865597, "nan_batches": 0}, {"epoch": 478, "train": 0.07383884031039017, "val": 0.07383884031039017, "nan_batches": 0}, {"epoch": 479, "train": 0.04572155183324447, "val": 0.04572155183324447, "nan_batches": 0}, {"epoch": 480, "train": 0.09356179604163536, "val": 0.09356179604163536, "nan_batches": 0}, {"epoch": 481, "train": 0.05304158880160405, "val": 0.05304158880160405, "nan_batches": 0}, {"epoch": 482, "train": 0.22606384754180908, "val": 0.22606384754180908, "nan_batches": 0}, {"epoch": 483, "train": 0.22179895639419556, "val": 0.22179895639419556, "nan_batches": 0}, {"epoch": 484, "train": 0.08997227595402645, "val": 0.08997227595402645, "nan_batches": 0}, {"epoch": 485, "train": 0.04535609884903981, "val": 0.04535609884903981, "nan_batches": 0}, {"epoch": 486, "train": 0.05519030531510138, "val": 0.05519030531510138, "nan_batches": 0}, {"epoch": 487, "train": 0.05863106709260207, "val": 0.05863106709260207, "nan_batches": 0}, {"epoch": 488, "train": 0.05027997894929005, "val": 0.05027997894929005, "nan_batches": 0}, {"epoch": 489, "train": 0.06159797597389955, "val": 0.06159797597389955, "nan_batches": 0}, {"epoch": 490, "train": 0.047016302696787395, "val": 0.047016302696787395, "nan_batches": 0}, {"epoch": 491, "train": 0.0813326881482051, "val": 0.0813326881482051, "nan_batches": 0}, {"epoch": 492, "train": 0.03608211387808506, "val": 0.03608211387808506, "nan_batches": 0}, {"epoch": 493, "train": 0.04777892979864891, "val": 0.04777892979864891, "nan_batches": 0}, {"epoch": 494, "train": 0.1113530368759082, "val": 0.1113530368759082, "nan_batches": 0}, {"epoch": 495, "train": 0.23173654537934524, "val": 0.23173654537934524, "nan_batches": 0}, {"epoch": 496, "train": 0.05226721395648873, "val": 0.05226721395648873, "nan_batches": 0}, {"epoch": 497, "train": 0.054080165922641754, "val": 0.054080165922641754, "nan_batches": 0}, {"epoch": 498, "train": 0.07528564104667076, "val": 0.07528564104667076, "nan_batches": 0}, {"epoch": 499, "train": 0.052277905579942927, "val": 0.052277905579942927, "nan_batches": 0}, {"epoch": 500, "train": 0.07449761663491909, "val": 0.07449761663491909, "nan_batches": 0}, {"epoch": 501, "train": 0.0473413644448066, "val": 0.0473413644448066, "nan_batches": 0}, {"epoch": 502, "train": 0.04680736162341558, "val": 0.04680736162341558, "nan_batches": 0}, {"epoch": 503, "train": 0.04982968964255773, "val": 0.04982968964255773, "nan_batches": 0}, {"epoch": 504, "train": 0.0465871594273127, "val": 0.0465871594273127, "nan_batches": 0}, {"epoch": 505, "train": 0.04620993366608253, "val": 0.04620993366608253, "nan_batches": 0}, {"epoch": 506, "train": 0.04692841091981301, "val": 0.04692841091981301, "nan_batches": 0}, {"epoch": 507, "train": 0.150681169417042, "val": 0.150681169417042, "nan_batches": 0}, {"epoch": 508, "train": 0.043844149163655505, "val": 0.043844149163655505, "nan_batches": 0}, {"epoch": 509, "train": 0.058254977831473716, "val": 0.058254977831473716, "nan_batches": 0}, {"epoch": 510, "train": 0.046235086109775766, "val": 0.046235086109775766, "nan_batches": 0}, {"epoch": 511, "train": 0.045644870887582116, "val": 0.045644870887582116, "nan_batches": 0}, {"epoch": 512, "train": 0.08060081990865561, "val": 0.08060081990865561, "nan_batches": 0}, {"epoch": 513, "train": 0.08121748841725863, "val": 0.08121748841725863, "nan_batches": 0}, {"epoch": 514, "train": 0.037914167229945846, "val": 0.037914167229945846, "nan_batches": 0}, {"epoch": 515, "train": 0.049080514850524753, "val": 0.049080514850524753, "nan_batches": 0}, {"epoch": 516, "train": 0.05434200110343786, "val": 0.05434200110343786, "nan_batches": 0}, {"epoch": 517, "train": 0.04764694190369202, "val": 0.04764694190369202, "nan_batches": 0}, {"epoch": 518, "train": 0.05668432437456571, "val": 0.05668432437456571, "nan_batches": 0}, {"epoch": 519, "train": 0.04393152240663767, "val": 0.04393152240663767, "nan_batches": 0}, {"epoch": 520, "train": 0.06552864453540398, "val": 0.06552864453540398, "nan_batches": 0}, {"epoch": 521, "train": 0.07274481883415809, "val": 0.07274481883415809, "nan_batches": 0}, {"epoch": 522, "train": 0.08680789631146651, "val": 0.08680789631146651, "nan_batches": 0}, {"epoch": 523, "train": 0.10656925863944568, "val": 0.10656925863944568, "nan_batches": 0}, {"epoch": 524, "train": 0.07020846009254456, "val": 0.07020846009254456, "nan_batches": 0}, {"epoch": 525, "train": 0.061355988996533245, "val": 0.061355988996533245, "nan_batches": 0}, {"epoch": 526, "train": 0.03926971010290659, "val": 0.03926971010290659, "nan_batches": 0}, {"epoch": 527, "train": 0.0815405066196735, "val": 0.0815405066196735, "nan_batches": 0}, {"epoch": 528, "train": 0.06018368298044571, "val": 0.06018368298044571, "nan_batches": 0}, {"epoch": 529, "train": 0.03682230699520845, "val": 0.03682230699520845, "nan_batches": 0}, {"epoch": 530, "train": 0.04991172494975707, "val": 0.04991172494975707, "nan_batches": 0}, {"epoch": 531, "train": 0.06351215184594576, "val": 0.06351215184594576, "nan_batches": 0}, {"epoch": 532, "train": 0.04793305938633589, "val": 0.04793305938633589, "nan_batches": 0}, {"epoch": 533, "train": 0.03817056191082184, "val": 0.03817056191082184, "nan_batches": 0}, {"epoch": 534, "train": 0.06176766208731211, "val": 0.06176766208731211, "nan_batches": 0}, {"epoch": 535, "train": 0.034119841284476794, "val": 0.034119841284476794, "nan_batches": 0}, {"epoch": 536, "train": 0.037171890386022054, "val": 0.037171890386022054, "nan_batches": 0}, {"epoch": 537, "train": 0.042492808057711676, "val": 0.042492808057711676, "nan_batches": 0}, {"epoch": 538, "train": 0.08489780815748069, "val": 0.08489780815748069, "nan_batches": 0}, {"epoch": 539, "train": 0.04859492226835126, "val": 0.04859492226835126, "nan_batches": 0}, {"epoch": 540, "train": 0.054251306905196264, "val": 0.054251306905196264, "nan_batches": 0}, {"epoch": 541, "train": 0.04520667709696751, "val": 0.04520667709696751, "nan_batches": 0}, {"epoch": 542, "train": 0.04172300368260879, "val": 0.04172300368260879, "nan_batches": 0}, {"epoch": 543, "train": 0.0846199353153889, "val": 0.0846199353153889, "nan_batches": 0}, {"epoch": 544, "train": 0.04038865033250589, "val": 0.04038865033250589, "nan_batches": 0}, {"epoch": 545, "train": 0.07344105610480675, "val": 0.07344105610480675, "nan_batches": 0}, {"epoch": 546, "train": 0.05145131793016425, "val": 0.05145131793016425, "nan_batches": 0}, {"epoch": 547, "train": 0.044573406187387615, "val": 0.044573406187387615, "nan_batches": 0}, {"epoch": 548, "train": 0.045831396316106505, "val": 0.045831396316106505, "nan_batches": 0}, {"epoch": 549, "train": 0.188222559598776, "val": 0.188222559598776, "nan_batches": 0}, {"epoch": 550, "train": 0.07205733771507557, "val": 0.07205733771507557, "nan_batches": 0}, {"epoch": 551, "train": 0.08138330624653743, "val": 0.08138330624653743, "nan_batches": 0}, {"epoch": 552, "train": 0.04484705369059856, "val": 0.04484705369059856, "nan_batches": 0}, {"epoch": 553, "train": 0.07894710164803725, "val": 0.07894710164803725, "nan_batches": 0}, {"epoch": 554, "train": 0.15519567577239984, "val": 0.15519567577239984, "nan_batches": 0}, {"epoch": 555, "train": 0.05059396991362938, "val": 0.05059396991362938, "nan_batches": 0}, {"epoch": 556, "train": 0.05138286088521664, "val": 0.05138286088521664, "nan_batches": 0}, {"epoch": 557, "train": 0.03891937434673309, "val": 0.03891937434673309, "nan_batches": 0}, {"epoch": 558, "train": 0.04899450971816595, "val": 0.04899450971816595, "nan_batches": 0}, {"epoch": 559, "train": 0.038222502630490526, "val": 0.038222502630490526, "nan_batches": 0}, {"epoch": 560, "train": 0.0503335646711863, "val": 0.0503335646711863, "nan_batches": 0}, {"epoch": 561, "train": 0.07612255903390738, "val": 0.07612255903390738, "nan_batches": 0}, {"epoch": 562, "train": 0.04515615449501918, "val": 0.04515615449501918, "nan_batches": 0}, {"epoch": 563, "train": 0.058920057920309216, "val": 0.058920057920309216, "nan_batches": 0}, {"epoch": 564, "train": 0.06333998261162868, "val": 0.06333998261162868, "nan_batches": 0}, {"epoch": 565, "train": 0.05059878814678926, "val": 0.05059878814678926, "nan_batches": 0}, {"epoch": 566, "train": 0.06446326695955716, "val": 0.06446326695955716, "nan_batches": 0}, {"epoch": 567, "train": 0.04451720258937432, "val": 0.04451720258937432, "nan_batches": 0}, {"epoch": 568, "train": 0.108016370007625, "val": 0.108016370007625, "nan_batches": 0}, {"epoch": 569, "train": 0.07935384374398452, "val": 0.07935384374398452, "nan_batches": 0}, {"epoch": 570, "train": 0.04885076688459286, "val": 0.04885076688459286, "nan_batches": 0}, {"epoch": 571, "train": 0.0429205192396274, "val": 0.0429205192396274, "nan_batches": 0}, {"epoch": 572, "train": 0.04864121099504141, "val": 0.04864121099504141, "nan_batches": 0}, {"epoch": 573, "train": 0.08579188470657055, "val": 0.08579188470657055, "nan_batches": 0}, {"epoch": 574, "train": 0.06601459131791042, "val": 0.06601459131791042, "nan_batches": 0}, {"epoch": 575, "train": 0.15585379682194728, "val": 0.15585379682194728, "nan_batches": 0}, {"epoch": 576, "train": 0.06881966843054844, "val": 0.06881966843054844, "nan_batches": 0}, {"epoch": 577, "train": 0.04708634245281036, "val": 0.04708634245281036, "nan_batches": 0}, {"epoch": 578, "train": 0.04546672421006056, "val": 0.04546672421006056, "nan_batches": 0}, {"epoch": 579, "train": 0.06495310022280766, "val": 0.06495310022280766, "nan_batches": 0}, {"epoch": 580, "train": 0.051686968797674544, "val": 0.051686968797674544, "nan_batches": 0}, {"epoch": 581, "train": 0.05526760621712758, "val": 0.05526760621712758, "nan_batches": 0}, {"epoch": 582, "train": 0.0700895178776521, "val": 0.0700895178776521, "nan_batches": 0}, {"epoch": 583, "train": 0.07114973205786485, "val": 0.07114973205786485, "nan_batches": 0}, {"epoch": 584, "train": 0.05476799331462154, "val": 0.05476799331462154, "nan_batches": 0}, {"epoch": 585, "train": 0.054003326795422114, "val": 0.054003326795422114, "nan_batches": 0}, {"epoch": 586, "train": 0.04705983070799938, "val": 0.04705983070799938, "nan_batches": 0}, {"epoch": 587, "train": 0.08670439743078671, "val": 0.08670439743078671, "nan_batches": 0}, {"epoch": 588, "train": 0.04854785221127363, "val": 0.04854785221127363, "nan_batches": 0}, {"epoch": 589, "train": 0.047549085978132025, "val": 0.047549085978132025, "nan_batches": 0}, {"epoch": 590, "train": 0.041691645639590345, "val": 0.041691645639590345, "nan_batches": 0}, {"epoch": 591, "train": 0.07265551732136653, "val": 0.07265551732136653, "nan_batches": 0}, {"epoch": 592, "train": 0.04026825582751861, "val": 0.04026825582751861, "nan_batches": 0}, {"epoch": 593, "train": 0.08422583570847145, "val": 0.08422583570847145, "nan_batches": 0}, {"epoch": 594, "train": 0.07718786597251892, "val": 0.07718786597251892, "nan_batches": 0}, {"epoch": 595, "train": 0.05027170880482747, "val": 0.05027170880482747, "nan_batches": 0}, {"epoch": 596, "train": 0.04652906875036514, "val": 0.04652906875036514, "nan_batches": 0}, {"epoch": 597, "train": 0.03492150661678842, "val": 0.03492150661678842, "nan_batches": 0}, {"epoch": 598, "train": 0.07540881748382862, "val": 0.07540881748382862, "nan_batches": 0}, {"epoch": 599, "train": 0.03836028850995577, "val": 0.03836028850995577, "nan_batches": 0}]
|
results/runs/best_llama_f0_s1/metrics.json
ADDED
|
@@ -0,0 +1,651 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"config": {
|
| 3 |
+
"model": "llama",
|
| 4 |
+
"seed": 1,
|
| 5 |
+
"split": "kfold",
|
| 6 |
+
"holdout": "",
|
| 7 |
+
"split_seed": 0,
|
| 8 |
+
"n_folds": 5,
|
| 9 |
+
"fold": 0,
|
| 10 |
+
"test_frac": 0.2,
|
| 11 |
+
"epochs": 600,
|
| 12 |
+
"batch": 8,
|
| 13 |
+
"lr": 0.0003,
|
| 14 |
+
"wd": 0.0001,
|
| 15 |
+
"d_model": 128,
|
| 16 |
+
"n_layers": 4,
|
| 17 |
+
"d_state": 16,
|
| 18 |
+
"dropout": 0.1,
|
| 19 |
+
"coupling": true,
|
| 20 |
+
"w_mono": 0.0,
|
| 21 |
+
"w_init": 0.0,
|
| 22 |
+
"w_smooth": 0.0,
|
| 23 |
+
"w_peak": 0.0,
|
| 24 |
+
"drop_features": [],
|
| 25 |
+
"norm_mode": "full",
|
| 26 |
+
"train_frac": 1.0,
|
| 27 |
+
"use_val": false,
|
| 28 |
+
"tag": "best_llama_f0_s1",
|
| 29 |
+
"device": "cuda"
|
| 30 |
+
},
|
| 31 |
+
"n_params": 822669,
|
| 32 |
+
"n_train": 26,
|
| 33 |
+
"n_val": 0,
|
| 34 |
+
"n_test": 7,
|
| 35 |
+
"train_ids": [
|
| 36 |
+
1,
|
| 37 |
+
2,
|
| 38 |
+
3,
|
| 39 |
+
4,
|
| 40 |
+
5,
|
| 41 |
+
7,
|
| 42 |
+
9,
|
| 43 |
+
10,
|
| 44 |
+
11,
|
| 45 |
+
12,
|
| 46 |
+
13,
|
| 47 |
+
14,
|
| 48 |
+
15,
|
| 49 |
+
16,
|
| 50 |
+
17,
|
| 51 |
+
19,
|
| 52 |
+
20,
|
| 53 |
+
21,
|
| 54 |
+
23,
|
| 55 |
+
61,
|
| 56 |
+
62,
|
| 57 |
+
63,
|
| 58 |
+
65,
|
| 59 |
+
67,
|
| 60 |
+
69,
|
| 61 |
+
70
|
| 62 |
+
],
|
| 63 |
+
"val_ids": [],
|
| 64 |
+
"test_ids": [
|
| 65 |
+
6,
|
| 66 |
+
8,
|
| 67 |
+
18,
|
| 68 |
+
22,
|
| 69 |
+
64,
|
| 70 |
+
66,
|
| 71 |
+
68
|
| 72 |
+
],
|
| 73 |
+
"best_val": 0.034119841284476794,
|
| 74 |
+
"nan_batches": 0,
|
| 75 |
+
"epochs_run": 600,
|
| 76 |
+
"wall_time_s": 333.0,
|
| 77 |
+
"per_target": {
|
| 78 |
+
"sigma": {
|
| 79 |
+
"n": 2807,
|
| 80 |
+
"r2": 0.7918396128416527,
|
| 81 |
+
"r2_log": NaN,
|
| 82 |
+
"mae": 1.111577147169374,
|
| 83 |
+
"nmae": 0.25112967313593976,
|
| 84 |
+
"rmse": 2.0194849531890604,
|
| 85 |
+
"bias": 0.2074167262545892,
|
| 86 |
+
"y_std": 4.426307466133892,
|
| 87 |
+
"unit": "GPa",
|
| 88 |
+
"group": "macro"
|
| 89 |
+
},
|
| 90 |
+
"xi_BCC": {
|
| 91 |
+
"n": 802,
|
| 92 |
+
"r2": 0.8951355116149622,
|
| 93 |
+
"r2_log": NaN,
|
| 94 |
+
"mae": 0.029094422547299964,
|
| 95 |
+
"nmae": 0.2512390352546445,
|
| 96 |
+
"rmse": 0.0375004816736937,
|
| 97 |
+
"bias": -0.0008286242175875162,
|
| 98 |
+
"y_std": 0.11580375047138346,
|
| 99 |
+
"unit": "vol.fr.",
|
| 100 |
+
"group": "phase"
|
| 101 |
+
},
|
| 102 |
+
"xi_FCC": {
|
| 103 |
+
"n": 802,
|
| 104 |
+
"r2": 0.5708558515412829,
|
| 105 |
+
"r2_log": NaN,
|
| 106 |
+
"mae": 0.011180566258738955,
|
| 107 |
+
"nmae": 0.4665592113790807,
|
| 108 |
+
"rmse": 0.015698517051069966,
|
| 109 |
+
"bias": -0.007631678509867362,
|
| 110 |
+
"y_std": 0.023963874222289683,
|
| 111 |
+
"unit": "vol.fr.",
|
| 112 |
+
"group": "phase"
|
| 113 |
+
},
|
| 114 |
+
"xi_HCP": {
|
| 115 |
+
"n": 401,
|
| 116 |
+
"r2": 0.9561394478739769,
|
| 117 |
+
"r2_log": NaN,
|
| 118 |
+
"mae": 0.012427230772011893,
|
| 119 |
+
"nmae": 0.18602559570119143,
|
| 120 |
+
"rmse": 0.013990676233839412,
|
| 121 |
+
"bias": -0.005762691258863915,
|
| 122 |
+
"y_std": 0.06680387569876924,
|
| 123 |
+
"unit": "vol.fr.",
|
| 124 |
+
"group": "phase"
|
| 125 |
+
},
|
| 126 |
+
"xi_other": {
|
| 127 |
+
"n": 802,
|
| 128 |
+
"r2": 0.8840910616800907,
|
| 129 |
+
"r2_log": NaN,
|
| 130 |
+
"mae": 0.017222555562391637,
|
| 131 |
+
"nmae": 0.21046961472900627,
|
| 132 |
+
"rmse": 0.02785907242557483,
|
| 133 |
+
"bias": 0.005814785736106671,
|
| 134 |
+
"y_std": 0.0818291779769105,
|
| 135 |
+
"unit": "vol.fr.",
|
| 136 |
+
"group": "phase"
|
| 137 |
+
},
|
| 138 |
+
"rho_total": {
|
| 139 |
+
"n": 1604,
|
| 140 |
+
"r2": 0.6110915264573302,
|
| 141 |
+
"r2_log": 0.6058991882447723,
|
| 142 |
+
"mae": 0.017050466315023365,
|
| 143 |
+
"nmae": 0.5799135212159828,
|
| 144 |
+
"rmse": 0.01833566767773119,
|
| 145 |
+
"bias": 0.005158642267091277,
|
| 146 |
+
"y_std": 0.02940173955466904,
|
| 147 |
+
"unit": "1e19 m^-2",
|
| 148 |
+
"group": "dislocation"
|
| 149 |
+
},
|
| 150 |
+
"rho_perfect": {
|
| 151 |
+
"n": 401,
|
| 152 |
+
"r2": -46.10337878248404,
|
| 153 |
+
"r2_log": -46.088378079130315,
|
| 154 |
+
"mae": 0.00047782372793992887,
|
| 155 |
+
"nmae": 6.789154951313422,
|
| 156 |
+
"rmse": 0.0004830343566701112,
|
| 157 |
+
"bias": 0.00047782372793992887,
|
| 158 |
+
"y_std": 7.038044224450786e-05,
|
| 159 |
+
"unit": "1e19 m^-2",
|
| 160 |
+
"group": "dislocation"
|
| 161 |
+
},
|
| 162 |
+
"rho_shockley": {
|
| 163 |
+
"n": 401,
|
| 164 |
+
"r2": -1.1136693717465307,
|
| 165 |
+
"r2_log": -1.1183614785349634,
|
| 166 |
+
"mae": 0.01155433615840719,
|
| 167 |
+
"nmae": 1.2698378267820234,
|
| 168 |
+
"rmse": 0.013228642068592493,
|
| 169 |
+
"bias": 0.009605129970659668,
|
| 170 |
+
"y_std": 0.009099064396032181,
|
| 171 |
+
"unit": "1e19 m^-2",
|
| 172 |
+
"group": "dislocation"
|
| 173 |
+
},
|
| 174 |
+
"rho_stairrod": {
|
| 175 |
+
"n": 401,
|
| 176 |
+
"r2": -14.995457917318026,
|
| 177 |
+
"r2_log": -14.969556486153976,
|
| 178 |
+
"mae": 0.0035199488291718347,
|
| 179 |
+
"nmae": 3.8724389589154713,
|
| 180 |
+
"rmse": 0.0036353824648664955,
|
| 181 |
+
"bias": 0.0035199488291718347,
|
| 182 |
+
"y_std": 0.0009089746453118125,
|
| 183 |
+
"unit": "1e19 m^-2",
|
| 184 |
+
"group": "dislocation"
|
| 185 |
+
},
|
| 186 |
+
"rho_hirth": {
|
| 187 |
+
"n": 401,
|
| 188 |
+
"r2": -0.17458514238228728,
|
| 189 |
+
"r2_log": -0.17532631274217736,
|
| 190 |
+
"mae": 0.0015373861557871707,
|
| 191 |
+
"nmae": 1.0278026913811744,
|
| 192 |
+
"rmse": 0.001621121131318401,
|
| 193 |
+
"bias": 0.0006266381752996442,
|
| 194 |
+
"y_std": 0.0014957989200448693,
|
| 195 |
+
"unit": "1e19 m^-2",
|
| 196 |
+
"group": "dislocation"
|
| 197 |
+
},
|
| 198 |
+
"rho_other_disl": {
|
| 199 |
+
"n": 401,
|
| 200 |
+
"r2": 0.4198853328623475,
|
| 201 |
+
"r2_log": 0.42033623591350344,
|
| 202 |
+
"mae": 0.002394099179075474,
|
| 203 |
+
"nmae": 0.6950924539098171,
|
| 204 |
+
"rmse": 0.002623351511122724,
|
| 205 |
+
"bias": -6.860759715488578e-05,
|
| 206 |
+
"y_std": 0.003444288836123791,
|
| 207 |
+
"unit": "1e19 m^-2",
|
| 208 |
+
"group": "dislocation"
|
| 209 |
+
},
|
| 210 |
+
"rho_112_111": {
|
| 211 |
+
"n": 401,
|
| 212 |
+
"r2": -1.106259724604222,
|
| 213 |
+
"r2_log": -0.19648705535884647,
|
| 214 |
+
"mae": 240.25881265169588,
|
| 215 |
+
"nmae": 1.2202438716167252,
|
| 216 |
+
"rmse": 285.7515882611801,
|
| 217 |
+
"bias": -227.9820323051593,
|
| 218 |
+
"y_std": 196.89409489381185,
|
| 219 |
+
"unit": "1e19 m^-2",
|
| 220 |
+
"group": "dislocation"
|
| 221 |
+
},
|
| 222 |
+
"twin": {
|
| 223 |
+
"n": 802,
|
| 224 |
+
"r2": 0.2726591814799433,
|
| 225 |
+
"r2_log": 0.24664872032008345,
|
| 226 |
+
"mae": 0.08615349912000252,
|
| 227 |
+
"nmae": 0.7656147235932842,
|
| 228 |
+
"rmse": 0.09596914478492558,
|
| 229 |
+
"bias": 0.019971983563658192,
|
| 230 |
+
"y_std": 0.11252852964433015,
|
| 231 |
+
"unit": "nm^-1",
|
| 232 |
+
"group": "twin"
|
| 233 |
+
}
|
| 234 |
+
},
|
| 235 |
+
"summary": {
|
| 236 |
+
"macro_r2": -4.468588724014117,
|
| 237 |
+
"macro_r2_primary": 0.7116874562127483,
|
| 238 |
+
"n_primary": 7,
|
| 239 |
+
"core_r2": 0.7014655696494915,
|
| 240 |
+
"median_r2": 0.4198853328623475,
|
| 241 |
+
"macro_r2_log": -7.659403158430241,
|
| 242 |
+
"macro_nmae": 1.3527324714559816,
|
| 243 |
+
"n_targets_scored": 13
|
| 244 |
+
},
|
| 245 |
+
"decomp": {
|
| 246 |
+
"r2": 0.7918396128416527,
|
| 247 |
+
"level_oracle_r2": 0.45494838590199693,
|
| 248 |
+
"shape_r2": 0.801149357316689,
|
| 249 |
+
"level_corr": 0.8874783518404378,
|
| 250 |
+
"level_mae_GPa": 0.949566803059772,
|
| 251 |
+
"level_bias_GPa": 0.20741672625458932,
|
| 252 |
+
"n_samples": 7
|
| 253 |
+
},
|
| 254 |
+
"curve": {
|
| 255 |
+
"peak_rel_err_mean": 0.3245370501447123,
|
| 256 |
+
"peak_rel_err_median": 0.1304815315807848,
|
| 257 |
+
"curve_rmse_mean": 1.3996218324566116,
|
| 258 |
+
"curve_rmse_median": 0.6198534284876791,
|
| 259 |
+
"sig@0.02_rel_err_mean": 0.3787475560240274,
|
| 260 |
+
"sig@0.02_rel_err_median": 0.17131680110039044,
|
| 261 |
+
"sig@0.05_rel_err_mean": 0.37966654632286545,
|
| 262 |
+
"sig@0.05_rel_err_median": 0.2843205501162527,
|
| 263 |
+
"sig@0.1_rel_err_mean": 0.24361138509291558,
|
| 264 |
+
"sig@0.1_rel_err_median": 0.11822408763570944
|
| 265 |
+
},
|
| 266 |
+
"test_alloys": [
|
| 267 |
+
"Al0.1CoCrFeNi(Al2.4/Co24.4/Cr24.4/Fe24.4/Ni24.4 at%)",
|
| 268 |
+
"Al20.4Mo10.5Nb22.4Ta10.1Ti17.8Zr18.8",
|
| 269 |
+
"Fe2Ni2CrAl(Fe33.3/Ni33.3/Cr16.7/Al16.7 at%)",
|
| 270 |
+
"FeCoNiCr",
|
| 271 |
+
"MEA FeNiAl(compression)",
|
| 272 |
+
"MoNbTaW"
|
| 273 |
+
],
|
| 274 |
+
"normalizer": {
|
| 275 |
+
"static_mu": [
|
| 276 |
+
0.0,
|
| 277 |
+
0.0,
|
| 278 |
+
0.0,
|
| 279 |
+
0.0,
|
| 280 |
+
0.0,
|
| 281 |
+
0.0,
|
| 282 |
+
0.0,
|
| 283 |
+
0.0,
|
| 284 |
+
0.0,
|
| 285 |
+
0.0,
|
| 286 |
+
0.0,
|
| 287 |
+
0.0,
|
| 288 |
+
0.0,
|
| 289 |
+
0.0,
|
| 290 |
+
0.0,
|
| 291 |
+
0.0,
|
| 292 |
+
0.0,
|
| 293 |
+
0.0,
|
| 294 |
+
0.0,
|
| 295 |
+
0.0,
|
| 296 |
+
6.892692307692307,
|
| 297 |
+
3.6769230769230767,
|
| 298 |
+
1.3132,
|
| 299 |
+
-9.453846153846154,
|
| 300 |
+
12.330769230769231,
|
| 301 |
+
1.7738846153846153,
|
| 302 |
+
67.01884615384617,
|
| 303 |
+
35.73846153846153,
|
| 304 |
+
1982.0,
|
| 305 |
+
8.09153846153846,
|
| 306 |
+
363.3076923076923,
|
| 307 |
+
60888461538.46154,
|
| 308 |
+
-0.05128205128205129,
|
| 309 |
+
1.0646492340539075,
|
| 310 |
+
0.7651084911239444,
|
| 311 |
+
1.1803196423049596,
|
| 312 |
+
1.0060470411087015,
|
| 313 |
+
0.318080836479775,
|
| 314 |
+
3.0489603911674568,
|
| 315 |
+
0.0,
|
| 316 |
+
0.0,
|
| 317 |
+
0.0,
|
| 318 |
+
0.0,
|
| 319 |
+
0.0,
|
| 320 |
+
0.0,
|
| 321 |
+
0.0,
|
| 322 |
+
0.0,
|
| 323 |
+
0.0,
|
| 324 |
+
0.0,
|
| 325 |
+
0.0,
|
| 326 |
+
0.0,
|
| 327 |
+
0.0,
|
| 328 |
+
0.0,
|
| 329 |
+
0.0,
|
| 330 |
+
0.0,
|
| 331 |
+
0.0,
|
| 332 |
+
0.28722446895975856,
|
| 333 |
+
0.5079351470784134,
|
| 334 |
+
0.6508220487407653,
|
| 335 |
+
0.0,
|
| 336 |
+
0.0,
|
| 337 |
+
0.0,
|
| 338 |
+
0.0,
|
| 339 |
+
0.0,
|
| 340 |
+
0.0,
|
| 341 |
+
0.0,
|
| 342 |
+
0.0,
|
| 343 |
+
0.0,
|
| 344 |
+
0.0,
|
| 345 |
+
0.0,
|
| 346 |
+
0.0,
|
| 347 |
+
0.0,
|
| 348 |
+
0.0
|
| 349 |
+
],
|
| 350 |
+
"static_sd": [
|
| 351 |
+
1.0,
|
| 352 |
+
1.0,
|
| 353 |
+
1.0,
|
| 354 |
+
1.0,
|
| 355 |
+
1.0,
|
| 356 |
+
1.0,
|
| 357 |
+
1.0,
|
| 358 |
+
1.0,
|
| 359 |
+
1.0,
|
| 360 |
+
1.0,
|
| 361 |
+
1.0,
|
| 362 |
+
1.0,
|
| 363 |
+
1.0,
|
| 364 |
+
1.0,
|
| 365 |
+
1.0,
|
| 366 |
+
1.0,
|
| 367 |
+
1.0,
|
| 368 |
+
1.0,
|
| 369 |
+
1.0,
|
| 370 |
+
1.0,
|
| 371 |
+
1.3590510198503265,
|
| 372 |
+
2.1891880638031593,
|
| 373 |
+
0.07808297361929017,
|
| 374 |
+
4.575707660211257,
|
| 375 |
+
1.309952797378954,
|
| 376 |
+
0.0886450688129468,
|
| 377 |
+
27.699329112525874,
|
| 378 |
+
13.775593716733981,
|
| 379 |
+
460.1509785678208,
|
| 380 |
+
2.0994352579603075,
|
| 381 |
+
181.1558549619146,
|
| 382 |
+
158638724360.93246,
|
| 383 |
+
0.32936493791449045,
|
| 384 |
+
0.33218387442628033,
|
| 385 |
+
0.18101521724573794,
|
| 386 |
+
0.33858396498570953,
|
| 387 |
+
0.10641215485869598,
|
| 388 |
+
0.12348498681151025,
|
| 389 |
+
0.6149051046731799,
|
| 390 |
+
1.0,
|
| 391 |
+
1.0,
|
| 392 |
+
1.0,
|
| 393 |
+
1.0,
|
| 394 |
+
1.0,
|
| 395 |
+
1.0,
|
| 396 |
+
1.0,
|
| 397 |
+
1.0,
|
| 398 |
+
1.0,
|
| 399 |
+
1.0,
|
| 400 |
+
1.0,
|
| 401 |
+
1.0,
|
| 402 |
+
1.0,
|
| 403 |
+
1.0,
|
| 404 |
+
1.0,
|
| 405 |
+
1.0,
|
| 406 |
+
1.0,
|
| 407 |
+
0.2432463177469526,
|
| 408 |
+
0.2892551694077348,
|
| 409 |
+
0.305118546698721,
|
| 410 |
+
1.0,
|
| 411 |
+
1.0,
|
| 412 |
+
1.0,
|
| 413 |
+
1.0,
|
| 414 |
+
1.0,
|
| 415 |
+
1.0,
|
| 416 |
+
1.0,
|
| 417 |
+
1.0,
|
| 418 |
+
1.0,
|
| 419 |
+
1.0,
|
| 420 |
+
1.0,
|
| 421 |
+
1.0,
|
| 422 |
+
1.0,
|
| 423 |
+
1.0
|
| 424 |
+
],
|
| 425 |
+
"target_mu": [
|
| 426 |
+
4.175287499366968,
|
| 427 |
+
0.0,
|
| 428 |
+
0.0,
|
| 429 |
+
0.0,
|
| 430 |
+
0.0,
|
| 431 |
+
1.0968704619463048,
|
| 432 |
+
0.6150540833099137,
|
| 433 |
+
1.214604352675989,
|
| 434 |
+
0.39126699302777235,
|
| 435 |
+
0.988636828541802,
|
| 436 |
+
0.4460925534009335,
|
| 437 |
+
2.2841915055582467,
|
| 438 |
+
1.2862299282292504
|
| 439 |
+
],
|
| 440 |
+
"target_sd": [
|
| 441 |
+
3.6333247475366104,
|
| 442 |
+
1.0,
|
| 443 |
+
1.0,
|
| 444 |
+
1.0,
|
| 445 |
+
1.0,
|
| 446 |
+
0.9989852893152769,
|
| 447 |
+
0.559796498971441,
|
| 448 |
+
1.1610817154067068,
|
| 449 |
+
0.5215390776776316,
|
| 450 |
+
1.1015702929478366,
|
| 451 |
+
0.5824434431253444,
|
| 452 |
+
2.3138663228262897,
|
| 453 |
+
0.7765882848340728
|
| 454 |
+
],
|
| 455 |
+
"target_s0": [
|
| 456 |
+
1.0,
|
| 457 |
+
1.0,
|
| 458 |
+
1.0,
|
| 459 |
+
1.0,
|
| 460 |
+
1.0,
|
| 461 |
+
0.0163542,
|
| 462 |
+
0.000770761,
|
| 463 |
+
0.01207945,
|
| 464 |
+
0.0101537,
|
| 465 |
+
0.0015118549999999999,
|
| 466 |
+
0.004263405,
|
| 467 |
+
1.11421,
|
| 468 |
+
0.11997
|
| 469 |
+
],
|
| 470 |
+
"target_keys": [
|
| 471 |
+
"sigma",
|
| 472 |
+
"xi_BCC",
|
| 473 |
+
"xi_FCC",
|
| 474 |
+
"xi_HCP",
|
| 475 |
+
"xi_other",
|
| 476 |
+
"rho_total",
|
| 477 |
+
"rho_perfect",
|
| 478 |
+
"rho_shockley",
|
| 479 |
+
"rho_stairrod",
|
| 480 |
+
"rho_hirth",
|
| 481 |
+
"rho_other_disl",
|
| 482 |
+
"rho_112_111",
|
| 483 |
+
"twin"
|
| 484 |
+
],
|
| 485 |
+
"loss_w": [
|
| 486 |
+
0.2036451618320701,
|
| 487 |
+
1.1446688060934205,
|
| 488 |
+
1.8767182398587412,
|
| 489 |
+
4.072903236641402,
|
| 490 |
+
4.072903236641402,
|
| 491 |
+
0.2036451618320701,
|
| 492 |
+
0.20364513755567795,
|
| 493 |
+
0.20364517397026835,
|
| 494 |
+
0.2036451618320701,
|
| 495 |
+
0.2036451618320701,
|
| 496 |
+
0.2036451618320701,
|
| 497 |
+
0.2036451618320701,
|
| 498 |
+
0.2036451982466692
|
| 499 |
+
]
|
| 500 |
+
},
|
| 501 |
+
"feature_names": [
|
| 502 |
+
"at_Al",
|
| 503 |
+
"at_Ti",
|
| 504 |
+
"at_Zr",
|
| 505 |
+
"at_Nb",
|
| 506 |
+
"at_Mo",
|
| 507 |
+
"at_Ta",
|
| 508 |
+
"at_V",
|
| 509 |
+
"at_Cr",
|
| 510 |
+
"at_Mn",
|
| 511 |
+
"at_Fe",
|
| 512 |
+
"at_Co",
|
| 513 |
+
"at_Ni",
|
| 514 |
+
"at_Cu",
|
| 515 |
+
"at_Hf",
|
| 516 |
+
"at_W",
|
| 517 |
+
"at_Re",
|
| 518 |
+
"at_Sc",
|
| 519 |
+
"at_Mg",
|
| 520 |
+
"at_Si",
|
| 521 |
+
"at_Sn",
|
| 522 |
+
"VEC",
|
| 523 |
+
"delta",
|
| 524 |
+
"rbar",
|
| 525 |
+
"dHmix",
|
| 526 |
+
"dSmix",
|
| 527 |
+
"chi",
|
| 528 |
+
"Mavg",
|
| 529 |
+
"dmu",
|
| 530 |
+
"Tm",
|
| 531 |
+
"rhomass",
|
| 532 |
+
"T0",
|
| 533 |
+
"strain_rate",
|
| 534 |
+
"eta",
|
| 535 |
+
"geom_L",
|
| 536 |
+
"geom_W",
|
| 537 |
+
"geom_H",
|
| 538 |
+
"geom_D",
|
| 539 |
+
"geom_AR",
|
| 540 |
+
"geom_volume_nm3",
|
| 541 |
+
"app_L",
|
| 542 |
+
"app_W",
|
| 543 |
+
"app_H",
|
| 544 |
+
"app_D",
|
| 545 |
+
"app_AR",
|
| 546 |
+
"app_V",
|
| 547 |
+
"init_xi_BCC",
|
| 548 |
+
"init_xi_FCC",
|
| 549 |
+
"init_xi_HCP",
|
| 550 |
+
"init_xi_other",
|
| 551 |
+
"init_d_perfect",
|
| 552 |
+
"init_d_shockley",
|
| 553 |
+
"init_d_stairrod",
|
| 554 |
+
"init_d_hirth",
|
| 555 |
+
"init_d_oth",
|
| 556 |
+
"init_d_112_111",
|
| 557 |
+
"init_d_100",
|
| 558 |
+
"orient_h",
|
| 559 |
+
"orient_k",
|
| 560 |
+
"orient_l",
|
| 561 |
+
"app_orient",
|
| 562 |
+
"shape_type=prism",
|
| 563 |
+
"shape_type=cylinder",
|
| 564 |
+
"crystalline=s",
|
| 565 |
+
"crystalline=p",
|
| 566 |
+
"ensemble=NPT",
|
| 567 |
+
"ensemble=NVT",
|
| 568 |
+
"ensemble=NVE",
|
| 569 |
+
"potential=EAM",
|
| 570 |
+
"potential=MEAM",
|
| 571 |
+
"potential=SNAP",
|
| 572 |
+
"load_mode=T",
|
| 573 |
+
"load_mode=C",
|
| 574 |
+
"load_mode=S"
|
| 575 |
+
],
|
| 576 |
+
"keep_mask": [
|
| 577 |
+
1.0,
|
| 578 |
+
1.0,
|
| 579 |
+
1.0,
|
| 580 |
+
1.0,
|
| 581 |
+
1.0,
|
| 582 |
+
1.0,
|
| 583 |
+
1.0,
|
| 584 |
+
1.0,
|
| 585 |
+
1.0,
|
| 586 |
+
1.0,
|
| 587 |
+
1.0,
|
| 588 |
+
1.0,
|
| 589 |
+
1.0,
|
| 590 |
+
1.0,
|
| 591 |
+
1.0,
|
| 592 |
+
1.0,
|
| 593 |
+
1.0,
|
| 594 |
+
1.0,
|
| 595 |
+
1.0,
|
| 596 |
+
1.0,
|
| 597 |
+
1.0,
|
| 598 |
+
1.0,
|
| 599 |
+
1.0,
|
| 600 |
+
1.0,
|
| 601 |
+
1.0,
|
| 602 |
+
1.0,
|
| 603 |
+
1.0,
|
| 604 |
+
1.0,
|
| 605 |
+
1.0,
|
| 606 |
+
1.0,
|
| 607 |
+
1.0,
|
| 608 |
+
1.0,
|
| 609 |
+
1.0,
|
| 610 |
+
1.0,
|
| 611 |
+
1.0,
|
| 612 |
+
1.0,
|
| 613 |
+
1.0,
|
| 614 |
+
1.0,
|
| 615 |
+
1.0,
|
| 616 |
+
1.0,
|
| 617 |
+
1.0,
|
| 618 |
+
1.0,
|
| 619 |
+
1.0,
|
| 620 |
+
1.0,
|
| 621 |
+
1.0,
|
| 622 |
+
1.0,
|
| 623 |
+
1.0,
|
| 624 |
+
1.0,
|
| 625 |
+
1.0,
|
| 626 |
+
1.0,
|
| 627 |
+
1.0,
|
| 628 |
+
1.0,
|
| 629 |
+
1.0,
|
| 630 |
+
1.0,
|
| 631 |
+
1.0,
|
| 632 |
+
1.0,
|
| 633 |
+
1.0,
|
| 634 |
+
1.0,
|
| 635 |
+
1.0,
|
| 636 |
+
1.0,
|
| 637 |
+
1.0,
|
| 638 |
+
1.0,
|
| 639 |
+
1.0,
|
| 640 |
+
1.0,
|
| 641 |
+
1.0,
|
| 642 |
+
1.0,
|
| 643 |
+
1.0,
|
| 644 |
+
1.0,
|
| 645 |
+
1.0,
|
| 646 |
+
1.0,
|
| 647 |
+
1.0,
|
| 648 |
+
1.0,
|
| 649 |
+
1.0
|
| 650 |
+
]
|
| 651 |
+
}
|
results/runs/best_llama_f0_s1/model.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c1693fc2b3f26d3ac87ad2ff69518361b7b24950ca1731773e41125ae83fa4c9
|
| 3 |
+
size 3321256
|
results/runs/best_llama_f0_s1/predictions.npz
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:cfbcc3b4b0df8e81520fb7087e745369a6728bb27ae1af5d48057ade753c5e99
|
| 3 |
+
size 283008
|